Datasets:
Dataset Viewer
id
stringlengths 10
10
| question
stringlengths 29
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| answer
stringlengths 0
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| predicate
stringclasses 7
values | image
imagewidth (px) 157
1.6k
|
---|---|---|---|---|
0000000005
|
What is the point lying on line UR?
|
S
|
PointLiesOnLine
| |
0000000006
|
What is the point lying on circle with center R?
|
T, V, S, U
|
PointLiesOnCircle
| |
0000000007
|
What is the point lying on line BA?
|
E
|
PointLiesOnLine
| |
0000000018
|
What is the point lying on line GA?
|
D
|
PointLiesOnLine
| |
0000000080
|
What is the point lying on line EA?
|
F, G, B, D
|
PointLiesOnLine
| |
0000000101
|
What is the point lying on line KP?
|
M
|
PointLiesOnLine
| |
0000000105
|
What is the point lying on line PL?
|
J
|
PointLiesOnLine
| |
0000000111
|
What is the point lying on circle with center X?
|
Y, W
|
PointLiesOnCircle
| |
0000000129
|
What is the point lying on line RT?
|
P
|
PointLiesOnLine
| |
0000000133
|
What is the point lying on line SQ?
|
P
|
PointLiesOnLine
| |
0000000149
|
What is the point lying on line OX?
|
Y
|
PointLiesOnLine
| |
0000000154
|
What is the point lying on line AX?
|
B
|
PointLiesOnLine
| |
0000000156
|
What is the point lying on circle with center O?
|
Y, B, A
|
PointLiesOnCircle
| |
0000000177
|
What is the point lying on line XZ?
|
W
|
PointLiesOnLine
| |
0000000181
|
What is the point lying on line TY?
|
W
|
PointLiesOnLine
| |
0000000204
|
What is the point lying on line WY?
|
Z
|
PointLiesOnLine
| |
0000000207
|
What is the point lying on line XV?
|
W
|
PointLiesOnLine
| |
0000000224
|
What is the point lying on line DB?
|
P
|
PointLiesOnLine
| |
0000000227
|
What is the point lying on line CP?
|
A
|
PointLiesOnLine
| |
0000000254
|
What is the point lying on line SW?
|
T
|
PointLiesOnLine
| |
0000000277
|
What is the point lying on line YZ?
|
W
|
PointLiesOnLine
| |
0000000304
|
What is the point lying on line BE?
|
C
|
PointLiesOnLine
| |
0000000310
|
What is the point lying on line BA?
|
D
|
PointLiesOnLine
| |
0000000315
|
What is the point lying on circle with center F?
|
B, A, C
|
PointLiesOnCircle
| |
0000000340
|
What is the point lying on line TP?
|
Q
|
PointLiesOnLine
| |
0000000346
|
What is the point lying on line SR?
|
U
|
PointLiesOnLine
| |
0000000361
|
What is the point lying on line CD?
|
B
|
PointLiesOnLine
| |
0000000365
|
What is the point lying on line AE?
|
D
|
PointLiesOnLine
| |
0000000399
|
What is the point lying on line FE?
|
A, G, B, D
|
PointLiesOnLine
| |
0000000439
|
What is the point lying on line CD?
|
B
|
PointLiesOnLine
| |
0000000442
|
What is the point lying on line AD?
|
E
|
PointLiesOnLine
| |
0000000478
|
What is the point lying on line YX?
|
W
|
PointLiesOnLine
| |
0000000489
|
What is the point lying on line WZ?
|
V
|
PointLiesOnLine
| |
0000000494
|
What is the point lying on line PR?
|
M
|
PointLiesOnLine
| |
0000000500
|
What is the point lying on circle with center R?
|
P, Q, M, N
|
PointLiesOnCircle
| |
0000000513
|
What is the point lying on line ZV?
|
X
|
PointLiesOnLine
| |
0000000521
|
What is the point lying on line WV?
|
Y
|
PointLiesOnLine
| |
0000000526
|
What is the point lying on line BC?
|
A
|
PointLiesOnLine
| |
0000000535
|
What is the point lying on line ED?
|
A
|
PointLiesOnLine
| |
0000000548
|
What is the point lying on line XW?
|
Y
|
PointLiesOnLine
| |
0000000555
|
What is the point lying on line XZ?
|
V
|
PointLiesOnLine
| |
0000000584
|
What is the point lying on line EA?
|
B
|
PointLiesOnLine
| |
0000000590
|
What is the point lying on line EC?
|
D
|
PointLiesOnLine
| |
0000000601
|
What is the point lying on line CO?
|
E
|
PointLiesOnLine
| |
0000000605
|
What is the point lying on line BO?
|
A
|
PointLiesOnLine
| |
0000000611
|
What is the point lying on circle with center O?
|
A, F, C, B, D, E
|
PointLiesOnCircle
| |
0000000627
|
What is the point lying on line AF?
|
D
|
PointLiesOnLine
| |
0000000662
|
What is the point lying on circle with center L?
|
N
|
PointLiesOnCircle
| |
0000000674
|
What is the point lying on line SV?
|
T
|
PointLiesOnLine
| |
0000000677
|
What is the point lying on line RT?
|
U
|
PointLiesOnLine
| |
0000000702
|
What is the point lying on line TQ?
|
P
|
PointLiesOnLine
| |
0000000706
|
What is the point lying on line SM?
|
R
|
PointLiesOnLine
| |
0000000714
|
What is the point lying on line AG?
|
B
|
PointLiesOnLine
| |
0000000718
|
What is the point lying on line DF?
|
A
|
PointLiesOnLine
| |
0000000751
|
What is the point lying on circle with center P?
|
Z, Y, X, W
|
PointLiesOnCircle
| |
0000000763
|
What is the point lying on line LN?
|
P
|
PointLiesOnLine
| |
0000000766
|
What is the point lying on line MQ?
|
N
|
PointLiesOnLine
| |
0000000802
|
What is the point lying on line JM?
|
G
|
PointLiesOnLine
| |
0000000812
|
What is the point lying on line JP?
|
H
|
PointLiesOnLine
| |
0000000819
|
What is the point lying on line GN?
|
H
|
PointLiesOnLine
| |
0000000837
|
What is the point lying on line GF?
|
A, C, B
|
PointLiesOnLine
| |
0000000840
|
What is the point lying on circle with center B?
|
A, G
|
PointLiesOnCircle
| |
0000000841
|
What is the point lying on circle with center A?
|
F
|
PointLiesOnCircle
| |
0000000842
|
What is the point lying on line BD?
|
E
|
PointLiesOnLine
| |
0000000848
|
What is the point lying on line AC?
|
E
|
PointLiesOnLine
| |
0000000854
|
What is the point lying on circle with center Z?
|
B, D, C, A
|
PointLiesOnCircle
| |
0000000863
|
What is the point lying on line AT?
|
Q
|
PointLiesOnLine
| |
0000000865
|
What is the point lying on line CA?
|
F
|
PointLiesOnLine
| |
0000000872
|
What is the point lying on line BE?
|
C
|
PointLiesOnLine
| |
0000000877
|
What is the point lying on line BD?
|
A
|
PointLiesOnLine
| |
0000000889
|
What is the point lying on line BD?
|
C
|
PointLiesOnLine
| |
0000000899
|
What is the point lying on line ED?
|
A
|
PointLiesOnLine
| |
0000000926
|
What is the point lying on line LB?
|
P
|
PointLiesOnLine
| |
0000000930
|
What is the point lying on line BM?
|
Q
|
PointLiesOnLine
| |
0000000935
|
What is the point lying on circle with center B?
|
Q, M, K, P, L
|
PointLiesOnCircle
| |
0000000950
|
What is the point lying on line QV?
|
S
|
PointLiesOnLine
| |
0000000952
|
What is the point lying on circle with center V?
|
T, R, Q, S, P
|
PointLiesOnCircle
| |
0000000966
|
What is the point lying on line BE?
|
D
|
PointLiesOnLine
| |
0000000973
|
What is the point lying on line AB?
|
C
|
PointLiesOnLine
| |
0000000977
|
What is the point lying on circle with center B?
|
D, C, A, E
|
PointLiesOnCircle
| |
0000001000
|
What is the point lying on line AB?
|
X, Y, C, Z
|
PointLiesOnLine
| |
0000001016
|
What is the point lying on circle with center C?
|
Y
|
PointLiesOnCircle
| |
0000001017
|
What is the point lying on circle with center A?
|
X
|
PointLiesOnCircle
| |
0000001023
|
What is the point lying on line GA?
|
D
|
PointLiesOnLine
| |
0000001028
|
What is the point lying on line FB?
|
G
|
PointLiesOnLine
| |
0000001030
|
What is the point lying on circle with center G?
|
A, F, C, B, D
|
PointLiesOnCircle
| |
0000001062
|
What is the point lying on line GJ?
|
K
|
PointLiesOnLine
| |
0000001063
|
What is the point lying on circle with center K?
|
L, J, H, G
|
PointLiesOnCircle
| |
0000001078
|
What is the point lying on line KJ?
|
P, H
|
PointLiesOnLine
| |
0000001086
|
What is the point lying on line PL?
|
M
|
PointLiesOnLine
| |
0000001092
|
What is the point lying on circle with center H?
|
L, J, M, K
|
PointLiesOnCircle
| |
0000001123
|
What is the point lying on line PR?
|
M
|
PointLiesOnLine
| |
0000001146
|
What is the point lying on line TW?
|
Y
|
PointLiesOnLine
| |
0000001151
|
What is the point lying on line TZ?
|
X
|
PointLiesOnLine
| |
0000001166
|
What is the point lying on line HF?
|
G
|
PointLiesOnLine
| |
0000001181
|
What is the point lying on line LJ?
|
K, G
|
PointLiesOnLine
| |
0000001183
|
What is the point lying on circle with center G?
|
L, H, F
|
PointLiesOnCircle
| |
0000001184
|
What is the point lying on circle with center J?
|
L, G
|
PointLiesOnCircle
| |
0000001185
|
What is the point lying on circle with center K?
|
L, J
|
PointLiesOnCircle
| |
0000001190
|
What is the point lying on line FB?
|
G
|
PointLiesOnLine
|
End of preview. Expand
in Data Studio
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Dataset Card for Geoperception
A Benchmark for Low-level Geometric Perception
Dataset Details
Dataset Description
Geoperception is a benchmark focused specifically on accessing model's low-level visual perception ability in 2D geometry.
It is sourced from the Geometry-3K corpus, which offers precise logical forms for geometric diagrams, compiled from popular high-school textbooks.
Dataset Sources
- Repository: https://github.com/euclid-multimodal/Euclid
- Paper: https://arxiv.org/abs/2412.08737
- Demo: https://euclid-multimodal.github.io/
Uses
Evaluation of multimodal LLM's ability of low-level visual perception in 2D geometry domain.
Dataset Structure
Fields
- id identification of each data instance
- question question
- answer answer
- predicate question type, including
- PointLiesOnLine
- LineComparison
- PointLiesOnCircle
- AngleClassification
- Parallel
- Perpendicular
- Equal
- image image
Evaluation Result
Model | POL | POC | ALC | LHC | PEP | PRA | EQL | Overall |
---|---|---|---|---|---|---|---|---|
Random Baseline | 1.35 | 2.63 | 59.92 | 51.36 | 0.23 | 0.00 | 0.02 | 16.50 |
Open Source | ||||||||
Molmo-7B-D | 11.96 | 35.73 | 56.77 | 16.79 | 1.06 | 0.00 | 0.81 | 17.59 |
Llama-3.2-11B | 16.22 | 37.12 | 59.46 | 52.08 | 8.38 | 22.41 | 49.86 | 35.08 |
Qwen2-VL-7B | 21.89 | 41.60 | 46.60 | 63.27 | 26.41 | 30.19 | 54.37 | 40.62 |
Cambrian-1-8B | 15.14 | 28.68 | 58.05 | 61.48 | 22.96 | 30.74 | 31.04 | 35.44 |
Pixtral-12B | 24.63 | 53.21 | 47.33 | 51.43 | 21.96 | 36.64 | 58.41 | 41.95 |
Closed Source | ||||||||
GPT-4o-mini | 9.80 | 61.19 | 48.84 | 69.51 | 9.80 | 4.25 | 44.74 | 35.45 |
GPT-4o | 16.43 | 71.49 | 55.63 | 74.39 | 24.80 | 60.30 | 44.69 | 49.68 |
Claude 3.5 Sonnet | 25.44 | 68.34 | 42.95 | 70.73 | 21.41 | 63.92 | 66.34 | 51.30 |
Gemini-1.5-Flash | 29.30 | 67.75 | 49.89 | 76.69 | 29.98 | 63.44 | 66.28 | 54.76 |
Gemini-1.5-Pro | 24.42 | 69.80 | 57.96 | 79.05 | 38.81 | 76.65 | 52.15 | 56.98 |
Citation
If you find Euclid useful for your research and applications, please cite using this BibTeX:
@article{zhang2024euclid,
title={Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions},
author={Zhang, Jiarui and Liu, Ollie and Yu, Tianyu and Hu, Jinyi and Neiswanger, Willie},
journal={arXiv preprint arXiv:2412.08737},
year={2024}
}
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